Everyone pretty much knows what the cymbals do. You hit them together and they produce a crashing sound.
The snare drum is primarily used for rolls in a classical setting or for adding accents to music.
The timpanis are also commonly used in rolls. They can, however, be tuned to a certain note and have a deeper sound.
The bass drum is mainly used to keep a pulse in music. They are extensively used in marches.